Can I customize the maintenance mode page?

Yes, the page is a simple template and you can override it by putting the file template "maintenance.php" inside the theme folder. You can also customize the style by adding your custom CSS in the specific option of the settings.

Have I deactive the plugin to deactive the maintenance mode page?

No, you can deactive the maintenance mode page even if the plugin is active.